{"title":"Identifying and Analyzing Reduplication Multiword Expressions in Hindi Text Using Machine Learning","authors":"A. Mishra, Alok Mishra","doi":"10.18421/tem123-56","DOIUrl":"https://doi.org/10.18421/tem123-56","url":null,"abstract":"The task of identifying and analyzing Reduplication Multiword Expressions (RMWEs) in Natural Language Processing (NLP) involves extracting repeated words from various text forms and classifying them into Onomatopoeic, non-Onomatopoeic, partial, or semantic types. With the increasing use of low-resource languages in news, opinions, comments, hashtags, reviews, posts, and journals, this study proposes a machine learning-based RMWE identification method for Hindi text. The method employs linguistic patterns and statistical data, along with a proposed threshold boundary detection in statistical filtering. The Jaccard distance of dissimilarity and Sorensen Dice Coefficient of Similarity are used for semantic relation analysis. The proposed approach was evaluated using the publicly available Hindi corpus from IITB, measuring performance between two consecutive thresholds with the lowest error and highest recall. This study proposes an effective method for Indian computational linguistics, with experimental results highlighting its viability and utility, and providing a blueprint for current procedures.","PeriodicalId":45439,"journal":{"name":"TEM Journal-Technology Education Management Informatics","volume":" ","pages":""},"PeriodicalIF":0.7,"publicationDate":"2023-08-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"45119762","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Logistics Reengineering of Service Processes Through the Implementation of Software and Hardware of the Telephone Exchange in the Company","authors":"A. Behúnová, L. Knapčíková, M. Behún","doi":"10.18421/tem123-16","DOIUrl":"https://doi.org/10.18421/tem123-16","url":null,"abstract":"In-house logistics is primarily about coordinating activities; quality planning; management, implementation, control of external and internal material flow, and synchronization of information and processes. Each process is closely related to the operator, who ensures optimal conditions for its operation. Implementing software and hardware for the telephone exchange and supporting corporate information management significantly increased customer satisfaction with the solution to their specific requirements. The impact of information technology, monitoring, data collection and processing in the company aims to make these processes more intelligent, emphasising obtaining certain strategic information important for further decision-making. A powerful and reliable communication platform is used in various industries, which is presented in the submitted manuscript. The advantage of a suitably chosen communication platform is that it offers a range of functions like traditional telephones combined with intelligent solutions for uniform communication. By applying service processes through implementing a software and hardware telephone exchange in the company, we focus on adapting solutions for each customer according to requirements. In the future, the research will focus on the digitization of the company and the use of smart technologies in the prediction of service processes in the company.","PeriodicalId":45439,"journal":{"name":"TEM Journal-Technology Education Management Informatics","volume":" ","pages":""},"PeriodicalIF":0.7,"publicationDate":"2023-08-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"46563046","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"The E-Student Profile – Status, Challenges and Perspectives","authors":"M. Stefanova, T. Stefanov, Silviya Varbanova","doi":"10.18421/tem123-71","DOIUrl":"https://doi.org/10.18421/tem123-71","url":null,"abstract":"This paper presents a prototype of an electronic system for the needs of students. The objective is to develop and promote a prototype electronic student profile. The methodology for designing the proposed prototype includes a review and comparative analysis of existing electronic student profiles in universities from Europe, America and Asia, based on the usability and other leading features similar to the functionality of the proposed system. Advantages of university platforms regarding functionality, user interface, usability, speed of access are described. Some of the analysed systems have weaknesses and associated problems that have been avoided in the developed electronic system. A survey was also conducted among students who actively use electronic profiles for training and administrative services, and the results were integrated to add useful features to the developed system. The paper presents the main characteristics of the proposed prototype, such as speed and ease of use, and an intuitive design with easy access to the required resources. The prototype could be implemented for the needs of academic users in any educational institution.","PeriodicalId":45439,"journal":{"name":"TEM Journal-Technology Education Management Informatics","volume":" ","pages":""},"PeriodicalIF":0.7,"publicationDate":"2023-08-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"43844119","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Muhammad Nazrin Farhan Nasarudin, Hidayatusherlina Razali, N. Ismail, Nor Ayu Zalina Zakaria, A. Alnaeb, Megat Syahirul Amin Megat Ali, N. E. Abdul Rashid
{"title":"A Comparative Study on Human Movement\u0000Classification Using Wi-Fi Based Passive\u0000Forward Scattering Radar","authors":"Muhammad Nazrin Farhan Nasarudin, Hidayatusherlina Razali, N. Ismail, Nor Ayu Zalina Zakaria, A. Alnaeb, Megat Syahirul Amin Megat Ali, N. E. Abdul Rashid","doi":"10.18421/tem123-13","DOIUrl":"https://doi.org/10.18421/tem123-13","url":null,"abstract":"Forward scattering radar has been widely used to classify human movements. To reduce concern of prolonged radiation exposure, Wi-Fi based passive scattering radar with bistatic topology is proposed. The movements include walking, bending, sitting, and kneeling. The enveloping algorithm applied to Wi-Fi based passive forward scattering radar signals has produced a comparable pattern to the ones from the active configuration. The features extracted from the frequency spectrum are also similar for both radar topologies. These led to comparable performance when classifying using artificial neural network. Hence, Wi-Fi can effectively reduce the cost of radar sensors.","PeriodicalId":45439,"journal":{"name":"TEM Journal-Technology Education Management Informatics","volume":" ","pages":""},"PeriodicalIF":0.7,"publicationDate":"2023-08-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"43153574","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}